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» A Data Privacy Taxonomy
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KDD
2007
ACM
192views Data Mining» more  KDD 2007»
16 years 3 months ago
Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework
Abstract. As more and more person-specific data like health information becomes available, increasing attention is paid to confidentiality and privacy protection. One proposed mode...
Rhonda Chaytor
152
Voted
PERCOM
2009
ACM
15 years 10 months ago
Towards Privacy-Sensitive Participatory Sensing
—The ubiquity of mobile devices has brought forth the concept of participatory sensing, whereby ordinary citizens can now contribute and share information from the urban environm...
Kuan Lun Huang, Salil S. Kanhere, Wen Hu
172
Voted
IHI
2010
124views Healthcare» more  IHI 2010»
14 years 10 months ago
Reliable medical recommendation systems with patient privacy
One of the concerns patients have when confronted with a medical condition is which physician to trust. Any recommendation system that seeks to answer this question must ensure an...
T. Ryan Hoens, Marina Blanton, Nitesh V. Chawla
ICDE
2007
IEEE
123views Database» more  ICDE 2007»
15 years 9 months ago
Privacy Preserving Pattern Discovery in Distributed Time Series
The search for unknown frequent pattern is one of the core activities in many time series data mining processes. In this paper we present an extension of the pattern discovery pro...
Josenildo Costa da Silva, Matthias Klusch
KDD
2005
ACM
109views Data Mining» more  KDD 2005»
16 years 3 months ago
A new scheme on privacy-preserving data classification
We address privacy-preserving classification problem in a distributed system. Randomization has been the approach proposed to preserve privacy in such scenario. However, this appr...
Nan Zhang 0004, Shengquan Wang, Wei Zhao